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Infer.NET user guide

The two coins example in Matlab

For a description of this tutorial and the C# code please see the two coins tutorial.

Matlab script

dllFolder = 'c:\Program Files\Infer.NET\Bin';  
import Microsoft.ML.Probabilistic.Distributions.*  
import Microsoft.ML.Probabilistic.Models.*  
import Microsoft.ML.Probabilistic.*  
import System.*  

% The model  
b = Bernoulli(0.5);  
firstCoin = Variable.Bernoulli(0.5);  
secondCoin = Variable.Bernoulli(0.5);  
% methods(firstCoin) gives all operations that can be performed  
bothHeads = firstCoin.op_BitwiseAnd(firstCoin, secondCoin);  

% The inference  
engine = InferenceEngine();  
disp(['Probability both coins are heads: ' char(engine.Infer(bothHeads).ToString)]);  
bothHeads.ObservedValue = false;  
disp(['Probability distribution over firstCoin: ' char(engine.Infer(firstCoin).ToString)]);